发明授权
- 专利标题: Apparatus for automatically generating and adjusting fuzzy reasoning rules based on reasoning error and method therefor
- 专利标题(中): 基于推理误差自动生成和调整模糊推理规则的装置及方法
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申请号: US386526申请日: 1995-02-06
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公开(公告)号: US5546506A公开(公告)日: 1996-08-13
- 发明人: Shoichi Araki , Hiroyoshi Nomura , Isao Hayashi , Noboru Wakami
- 申请人: Shoichi Araki , Hiroyoshi Nomura , Isao Hayashi , Noboru Wakami
- 申请人地址: JPX Osaka
- 专利权人: Matsushita Electric Industrial Co., Ltd.
- 当前专利权人: Matsushita Electric Industrial Co., Ltd.
- 当前专利权人地址: JPX Osaka
- 优先权: JPX3-140158 19910612
- 主分类号: G05B13/02
- IPC分类号: G05B13/02 ; G06F9/44 ; G06N7/02 ; G06F17/00 ; G06F15/18
摘要:
An apparatus and method for automatically generating and adjusting fuzzy reasoning, i.e. logic, rules based on changes in the reasoning error. The apparatus includes a fuzzy reasoning section that performs fuzzy logic based on the fuzzy reasoning rules stored in the a rule memory. The parameters of the fuzzy reasoning rules are adjusted in a parameter tuning section based on the output of the fuzzy reasoning section and predetermined input and output data. A reasoning error calculation section calculates a reasoning error and a change in the reasoning error based on the results from the fuzzy reasoning section and the predetermined input and output data. The reasoning error calculation section also disables the parameter tuning section when the calculated reasoning error is less than a predetermined first threshold value. When the calculated reasoning error is greater than or equal to the predetermined threshold value and the change in the reasoning error is less than a predetermined second threshold value, a rule generation section generates one or more fuzzy reasoning rules and regenerates the fuzzy reasoning rules stored in the rule memory based on the new fuzzy reasoning rule(s) so that optimal fuzzy reasoning rules are obtained.
公开/授权文献
- US5047376A Curing combination for cationically polymerizable materials 公开/授权日:1991-09-10